UAI
2004
14 years 3 months ago
2004
The sensitivities revealed by a sensitivity analysis of a probabilistic network typically depend on the entered evidence. For a real-life network therefore, the analysis is perfor...
FLAIRS
2006
14 years 3 months ago
2006
Sensitivity analysis of Markovian models amounts to computing the constants in polynomial functions of a parameter under study. To handle the computational complexity involved, we...
UAI
2008
14 years 3 months ago
2008
While known algorithms for sensitivity analysis and parameter tuning in probabilistic networks have a running time that is exponential in the size of the network, the exact comput...
IJCNN
2000
IEEE
14 years 6 months ago
2000
IEEE
Sensitivity analysis is a method for extracting the cause and effect relationship between the inputs and outputs of the network. After training a neural network, one may want to k...
GECCO
2009
Springer
14 years 7 months ago
2009
Springer
Software engineering is plagued by problems associated with unreliable cost estimates. This paper introduces an approach to sensitivity analysis for requirements engineering. It u...
ISQED
2002
IEEE
14 years 7 months ago
2002
IEEE
The reliability of ADCs used in highly critical systems can be increased by applying a two-step procedure starting with sensitivity analysis followed by redesign. The sensitivity ...
ISIPTA
2003
IEEE
14 years 7 months ago
2003
IEEE
The European call option prices have well-known formulae in the Cox-RossRubinstein model [2], depending on the volatility of the underlying asset. Nevertheless it is hard to give ...
COMPSAC
2003
IEEE
14 years 7 months ago
2003
IEEE
The parameters in these software reliability models are usually directly obtained from the field failure data. Due to the dynamic properties of the system and the insufficiency of...
MMB
2004
Springer
14 years 7 months ago
2004
Springer
A sensitivity analysis of a single-server, infinite-buffer queue with correlated arrivals and correlated service times is performed. We study and compare the isolated impact of (...
RTAS
2005
IEEE
14 years 7 months ago
2005
IEEE
During real-world design of embedded real-time systems, it cannot be expected that all performance data required for scheduling analysis is fully available up front. In such situa...